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Power Electronics Handbook, 4th Edition
book

Power Electronics Handbook, 4th Edition

by Muhammad H. Rashid
September 2017
Intermediate to advanced
1522 pages
83h 42m
English
Butterworth-Heinemann
Content preview from Power Electronics Handbook, 4th Edition
36

Fuzzy-Logic Applications in Electric Drives and Power Electronics

Abdul R. Ofoli    The University of Tennessee at Chattanooga, Chattanooga, TN, United States

Abstract

The use of an extended Kalman filter to train fuzzy neural network structures for online speed trajectory tracking of a brushless drive system is illustrated as an alternative to control schemes. Also described in this chapter is an implementation of a genetic-based hybrid fuzzy-proportional-integral-derivative (PID) controller for industrial motor drives. The genetic optimization technique is used to determine the optimal values of the scaling factors of the output variables of the fuzzy-PID (FPID) controller. The objective is to utilize the best attributes of the PID and ...

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Publisher Resources

ISBN: 9780128114087